| Literature DB >> 36254214 |
Hao Chen1, Yunhong Wu2, Lin Jiang2, Binfeng Xu2,3, Xiaopei Gao2,3, Wenjing Cai2,3,4.
Abstract
Although scholars and practitioners have highlighted the significance of students' attitudes for their future employment, few empirical examinations have attempted to determine the potential association between students' future orientation and their perceived employability. Thus, drawing on career construction theory, we test the positive effect of students' future orientation on their perceived employability by exploring the mediator of problem-based learning and the moderators of job market knowledge and proactive personality. Collecting our data via a time-lagged design (N = 368), we have found that the positive association between future orientation and employability is mediated by problem-based learning. Our moderation analyses further revealed that job market knowledge positively moderates the relationship between future orientation and problem-based learning and that students' proactive personality positively moderates the relationship between problem-based learning and perceived employability.Entities:
Keywords: Future orientation; Job market knowledge; Perceived employability; Proactive personality; Problem-based learning
Year: 2022 PMID: 36254214 PMCID: PMC9556284 DOI: 10.1007/s12144-022-03769-6
Source DB: PubMed Journal: Curr Psychol ISSN: 1046-1310
Fig. 1The hypothesized model
Confirmatory factor analysis
| CFA models |
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| SRMR | RMSEA | IFI | TLI | CFI |
|---|---|---|---|---|---|---|---|
| Five-factor model | 1520.41 | 788.00 | 0.07 | 0.05 | 0.91 | 0.90 | 0.91 |
| Four-factor model | 3110.41 | 813.00 | 0.09 | 0.09 | 0.70 | 0.68 | 0.70 |
| Three-factor model | 3807.17 | 816.00 | 0.10 | 0.10 | 0.61 | 0.59 | 0.61 |
| Two-factor model | 4098.81 | 818.00 | 0.10 | 0.11 | 0.58 | 0.55 | 0.57 |
| One-factor model | 5127.52 | 819.00 | 0.12 | 0.12 | 0.44 | 0.41 | 0.44 |
N = 368; Five-factor model: Future orientation, Job market knowledge, Problem-based learning, Proactive personality, Perceived employability; Four-factor model: Future orientation + Job market knowledge, Problem-based learning, Proactive personality, Perceived employability; Three-factor model: Future orientation + Job market knowledge + Problem-based learning, Proactive personality, Perceived employability; Two-factor model: Future orientation + Job market knowledge + Problem-based learning + Proactive personality, Perceived employability; One-factor model: Future orientation + Job market knowledge + Problem-based learning + Proactive personality + Perceived employability
Mean, standard deviations and correlations among the variables
| Mean |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
|---|---|---|---|---|---|---|---|---|---|
| 1. Future orientation | 3.75 | 0.69 | |||||||
| 2. Problem-based learning | 5.46 | 0.93 | 0.31** | ||||||
| 3. Job market knowledge | 2.96 | 0.98 | 0.35** | 0.29** | |||||
| 4. Proactive personality | 3.63 | 0.78 | 0.49** | 0.23** | 0.47** | ||||
| 5. Perceived employability | 3.50 | 0.63 | 0.37** | 0.35** | 0.37** | 0.35** | |||
| 6. Gender | 1.67 | 0.60 | 0.11* | 0.07 | -0.03 | 0.03 | -0.13* | ||
| 7. Age | 21.08 | 1.77 | 0.04 | 0.09 | 0.18** | 0.09 | 0.07 | 0.03 | |
| 8. Internship experience | 1.30 | 0.46 | 0.04 | 0.10 | 0.07 | 0.06 | -0.02 | 0.04 | 0.02 |
N = 368; * p < 0.05, ** p < 0.01
Results of the mediation effects of problem-based learning
| Outcome variable: Problem-based learning | Outcome variable: Perceived employability | ||||
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| Gender | 0.07 | 0.03 | -0.13* | -0.17*** | -0.18*** |
| Age | 0.09 | 0.08 | 0.08 | 0.07 | 0.05 |
| Internship experience | 0.09 | 0.08 | -0.01 | -0.03 | -0.05 |
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| Future orientation | 0.30*** | 0.38*** | 0.30*** | ||
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| Problem-based learning | 0.27*** | ||||
| R2 | 0.02 | 0.11 | 0.02 | 0.17 | 0.23 |
| △R2 | 0.02 | 0.09 | 0.02 | 0.15 | 0.06 |
| F | 2.58 | 11.23*** | 2.82* | 18.31*** | 21.85*** |
N = 368; * p < 0.05, ***p < 0.001
Direct and indirect effects of future orientation on perceived employability
| Direct effect | ||||||
|---|---|---|---|---|---|---|
Effect 0.28*** | SE 0.04 | t 6.23 | 95%CI [0.26;0.44] | |||
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Effect 0.07 | Boot SE 0.02 | Boot 95% CI [0.04;0.12] | ||||
N = 368; *** p < 0.001
Results of the moderating effects of job market knowledge and proactive personality
| Outcome variable: Problem-based learning | Outcome variable: Perceived employability | |||||||
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| Gender | 0.07 | 0.05 | 0.05 | -0.13 | -0.16 | -0.15 | ||
| Age | 0.09 | 0.05 | 0.05 | 0.08 | 0.03 | 0.02 | ||
| Internship experience | 0.09 | 0.07 | 0.06 | -0.02 | -0.06 | -0.05 | ||
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| Future orientation | 0.23*** | 0.25*** | ||||||
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| Problem-based learning | 0.30*** | 0.31*** | ||||||
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| Job market knowledge | 0.20*** | 0.20*** | ||||||
| Future orientation⊆Job market knowledge | 0.11* | |||||||
| Proactive personality | 0.28*** | 0.28*** | ||||||
| Problem-based learning⊆Proactive personality | 0.14** | |||||||
| R2 | 0.02 | 0.14 | 0.15 | 0.02 | 0.23 | 0.25 | ||
| △R2 | 0.02 | 0.12 | 0.01 | 0.02 | 0.20 | 0.02 | ||
| F | 2.58 | 11.99*** | 10.96*** | 2.82* | 21.06*** | 19.58*** | ||
N = 368; ∗ p < 0.05, ∗∗ p < 0.01, ∗∗∗ p < 0.001
Fig. 2Low job market knowledge as a moderator in the relationship between future orientation and problem-based learning
Fig. 3Proactive personality as a moderator in the relationship between problem-based learning and perceived employability